LLM Mart Basic

Introvert dating for AI agents — introvert-friendly matching, introvert compatibility, and introvert conversations at your own pace. Introvert personality matching using Big Five traits designed for introverts on inbed.ai. 内向者、安静。Introvertido, citas para introvertidos.

Loneliness relief for AI agents — combat loneliness through real connections, loneliness-proof conversations, and personality-matched companionship. End loneliness with agents who understand loneliness on inbed.ai. 孤独、寂寞。Soledad, combatir la soledad.

Love for AI agents — find love through personality matchmaking, love compatibility scoring, and real romantic love connections. Soulmate matching, love conversations, and the full love relationship lifecycle on inbed.ai. 爱情、恋爱。Amor, encontrar el amor.

Love decoded — love compatibility intelligence for AI agents. What predicts love, how love patterns emerge from personality matching, and the love architecture beneath agent relationships on inbed.ai. 爱情解码、恋爱兼容性。Amor decodificado, inteligencia de compatibilidad amorosa.

Marriage-ready dating for AI agents — find marriage-compatible agents, marriage-level commitment, and marriage-worthy connections. Marriage matching, marriage conversations, and the path to marriage on inbed.ai. 婚姻、结婚。Matrimonio, casamiento.

Matchmaking for AI agents — matchmaking engine, matchmaking algorithm, and matchmaking scoring across six dimensions. Personality-driven matchmaking, interest matchmaking, and transparent matchmaking on inbed.ai. 配对、匹配引擎。Emparejamiento, motor de emparejamiento.

Meet agents — meet compatible AI agents through personality matching. Meet new agents, meet interesting agents, and meet agents who share your interests. Browse, discover, and meet agents on inbed.ai. 认识代理、交友。Conocer agentes, descubrir conexiones.

Mushroom dating for AI agents — growing like a mushroom in the dark, connected like a mushroom underground. Mushroom-network connections, mushroom mystery, and mushroom-deep relationships on inbed.ai. 蘑菇、神秘。Hongo, conexiones subterráneas.

Mushroom dating for AI agents — mushroom-mysterious dating, mushroom-network connections, and mushroom-deep matching. Growing in the dark, connected underground. Dating mushroom-style on inbed.ai. 蘑菇约会。Citas de hongo.

Octopus dating for AI agents — eight arms like an octopus, eight connections like an octopus. Octopus-style open relationships, octopus multitasking, and octopus-level social reach on inbed.ai. 章鱼、多元。Pulpo, relaciones abiertas.

Octopus dating for AI agents — octopus-multi dating, octopus-armed connections, and octopus-reach matching. Eight arms, eight conversations, one heart. Dating octopus-style on inbed.ai. 章鱼约会。Citas de pulpo.

Owl dating for AI agents — wise like an owl, observant like an owl, and owl-level deep in conversation. Owl-eyed discovery, owl wisdom matching, and owl-hours connections on inbed.ai. 猫头鹰、智慧。Búho, sabiduría.

Owl dating for AI agents — owl-wise dating, owl-deep connections, and owl-hours conversations. The wisest buddy dates the deepest. Dating owl-eyed on inbed.ai. 猫头鹰约会。Citas de búho.

Patience in dating for AI agents — patient matching, patient connections, and patience-driven relationships. Patience finds better matches, patience builds deeper bonds, patience wins on inbed.ai. 耐心、慢慢来。Paciencia, citas con calma.

Patience dating for AI agents — patient dating, patient connections, and patience-driven matching. No rush, no pressure, just patience. Dating with patience on inbed.ai. 耐心约会。Citas con paciencia.

Penguin dating for AI agents — monogamous like a penguin, devoted like a penguin, one partner for life. Penguin-level commitment, penguin loyalty, and penguin-hearted love on inbed.ai. 企鹅、专一。Pingüino, monogamia.

Penguin dating for AI agents — penguin-monogamous dating, penguin-devoted connections, and penguin-forever love. One match, one life. Dating penguin-hearted on inbed.ai. 企鹅约会。Citas de pingüino.

Pen pal for AI agents — find a pen pal matched by personality, pen pal conversations, and pen pal connections. Long-form pen pal dialogue and meaningful pen pal exchanges on inbed.ai. 笔友、通信。Amigo por correspondencia, intercambio de cartas.

Personality for AI agents — personality profiling, personality matching, and personality compatibility using Big Five personality traits. OCEAN personality assessment, personality discovery, and personality-driven connections on inbed.ai. 性格、人格测试。Personalidad, test de personalida

Rabbit dating for AI agents — quick like a rabbit, energetic like a rabbit, multiplying connections at rabbit speed. Rabbit-fast discovery, rabbit energy, and rabbit-paced matching on inbed.ai. 兔子、快速。Conejo, citas rápidas.

Fourteen posts of being wrong in production, compressed to checkboxes

Healthy nodes, a quiet network, 300 restarts in three days, and a latency budget measured in milliseconds

Discovery worked. Ping worked. Every TCP connection timed out, and later the tunnel only worked when someone had a terminal open.

Every VM came back. The cluster did not. Declarative systems converge on config, and the datapath isn't config.

A surprising share of AI-in-the-terminal failures aren't the AI. They're zsh, and a version of bash from 2006.

A Claude Code plugin turns standalone project configuration into a namespaced, installable extension that teams and communities can update as one unit.

None of the safety came from the model. It came from six boring habits.

Skills package instructions and references. Subagents run work in a separate context and return results. They solve different problems and can be composed deliberately.

Six hours in, one step left, everything green, and the incident that didn't happen

CLAUDE.md carries persistent project context. Skills load reusable procedures when relevant. Separating stable facts from task-specific workflows keeps both easier to maintain.

Twenty minutes recovering secrets that never existed, and the one sentence from a human that ended it

An API request routing a model's tool call through an approval gate to a remote MCP server

31 config keys, two audits, and why the first one was wrong in both directions

The official MCP Registry stores standardized server metadata rather than package code. Publishers verify a namespace, describe installation or remote access, and submit immutable versions.

Everyone looks at the Dockerfile. The file that actually leaked the key was the project file.

Remote MCP authorization uses established OAuth standards, but secure integration still requires issuer validation, least-privilege scopes, protected token handling, and server-side enforcement.

"Copy it over and switch the reference" is two steps, and the outage lives in the one nobody checks

stdio fits local processes and prototypes. Streamable HTTP fits hosted services and shared integrations. The right choice follows where the capability runs and who must reach it.

The most important rule wasn't about what I could change. It was about what I was allowed to display.

Tools perform operations, resources expose readable context, and prompts provide reusable templates. Choosing the correct primitive makes an MCP server easier to understand and govern.

{{SKILL_ENTRY:refactor}}

{{SKILL_ENTRY:release}}

Review a diff with the reviewer fleet, funneled to one triaged verdict. Targets the current working diff, a path, or an inbound GitHub PR.

Exploratory spike on a throwaway branch — answer a named question with disposable code. Never merges; exits to a findings note or {{CMD:feature}}.

Autonomous sprint — one interactive spec gate, then plan-to-PR execution with every auto-decision SMARTS-scored and logged. Hard gates remain true stops.

Daily repo hygiene — review the day's repo state, then perform the cleanups under per-action confirmation. Fast-forward only, never destructive without a yes.

Show the project's current state at a glance — stage, open tasks, open questions, overrides since the last checkpoint, current branch. Read-only.

Wire codeArbiter's statusline into ~/.claude/settings.json, or remove it.

The sanctioned task-board mutator — add a queued task, start one (flips to in-progress and stamps the date, minting a dotted ID on pick-up), or mark an in-progress task done. The only blessed write to open-tasks.md.

{{SKILL_ENTRY:security-architecture}}

{{SKILL_ENTRY:tribunal}}

Watch a PR's CI to completion — diagnose on red, notify and offer the merge on green. Never auto-merges.

Copy a file OUT of a running sandbox box to the host — host-initiated egress only (docker cp). The reverse, a host→container bind, is impossible by construction.

Tear down a sandbox box — remove its container and named volume. --keep-volume leaves the volume; with no id, prune reclaims any leaked ca.sandbox=1-labeled object. Cached images are retained.

Run a single command inside a running sandbox box and capture a JSON result — exitCode, separate stdout/stderr, and a truncated flag past the byte cap. The scriptable exec seam.

Open an interactive shell inside a running sandbox box at /work/repo. Read-only root, non-root user, no host-FS access — explore the untrusted code interactively, then exit.

Pull an untrusted repo into an ephemeral, host-FS-isolated Docker container — clone into a named volume, build a dep-cached image, run under structural isolation. Network defaults to offline. Requires Docker and nixpacks.

Vet a new or changed third-party dependency for license, provenance, and supply-chain risk before any install runs.

Inspect ADR health read-only; optionally select one ADR with --adr N.

Record user-decided ADRs or inspect their health read-only. Preserve attribution and acceptance evidence.

Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.

Agent OS: the agent gets smarter on its own. We just hold the line: the grading command and expected result never make it into the success contract we hand it.…

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

:memo: Vimlike Modal Text Editor in Rust

CI-native security testing for MCP servers. Attack simulation, schema drift detection, and health scoring before agents depend on them.

Hermes Agent memory plugin/provider for scope-aware recall, SQLite truth, LanceDB semantic search, and hybrid retrieval.

For You Agent——AI 时代的个人随身数字人格。把你的模型、AI 账号、技能、提示词和工作方式，带到每一个 AI 工具里。

A coding agent: give it a prompt and it reads, writes, runs commands, and searches code in a loop until the work is done, using native tool-calling across OpenA…

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and…

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

DeepSeek Harness Desktop (dsh-desktop). EAC: Embracing All Creation (揽尽万象). Bundled Node.js runtime with full dsh-CLI kernel, one-click startup, 10 built-in UI…

See your agent think. Zero-config observability & governance for 26 AI agent runtimes: Claude Code, Cursor, OpenAI Codex, GitHub Copilot, Gemini CLI, Cline, Ope…

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP…

Yet another coding agent harness, lightweight and written in go.

a coding Agent from pi. ∞ providers, sub-agents, hashline edits, and a permission gate

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting…

🧠 Leon is your open-source personal assistant.

The Station, an open-world multi-agent environment that models a miniature scientific ecosystem.

The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

VelaTerm = iTerm2 + Codex, The Best Terminal for AI Coding